{"id":"W4410178229","doi":"10.32942/x27p8q","title":"Predicting high pathogenicity avian influenza H5N1 susceptibility in wild birds, with special reference to Australia","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Infection and Immunity","keywords":"Influenza A virus subtype H5N1; Pathogenicity; Biology; Highly pathogenic; Zoology; Virology; Geography; Veterinary medicine; Microbiology; Medicine; Virus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005334304,0.0002658295,0.0002050767,0.0006405349,0.0002417785,0.0004067533,0.000127006,0.0002109679,0.001286704],"category_scores_gemma":[0.001788025,0.0001165078,0.0002387768,0.0004078226,0.0001336153,0.0002806703,0.00033884,0.0002010831,0.0003893983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002090395,"about_ca_system_score_gemma":0.0002523597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01979225,"about_ca_topic_score_gemma":0.03040666,"domain_scores_codex":[0.9998268,0.00006856494,0.000008895496,0.00004888815,0.00001947493,0.00002735815],"domain_scores_gemma":[0.999504,0.0001855693,0.0001220592,0.00003616519,0.00006350785,0.0000887967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005761091,0.00002689521,0.9839646,0.00002188191,0.00005296944,0.000048288,0.0001691673,0.001693816,0.002507905,0.00003755068,0.0003198865,0.01109957],"study_design_scores_gemma":[0.000002405223,0.00005104973,0.9855563,0.00000947937,0.0000207536,0.00008684274,0.00027706,0.01321886,0.0002415365,0.0001044452,0.0004280828,0.000003159842],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977047,0.000171674,0.00112504,0.0000640997,0.000004559313,0.00000763408,0.0003723796,0.00001099377,0.0005389822],"genre_scores_gemma":[0.9966472,0.0000901945,0.001980132,0.00001829439,0.000005616293,0.000003950459,0.0008570631,0.000004533304,0.000393016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01979225,"threshold_uncertainty_score":0.03935409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1367195695134447,"score_gpt":0.4069843977369384,"score_spread":0.2702648282234936,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}